Most mid-size companies are building infrastructure for problems they don't have—yet.
Nov 16, 2025
Former NASA engineer Tom Barber reveals why your 200-person company doesn't need Kubernetes, and shares the exact framework for deciding what to build vs. buy in platform engineering.
If you're spending months setting up "enterprise-grade" infrastructure for startup-size teams, this episode will save you from expensive over-engineering mistakes.
🎯 What You'll Learn:
Why Kubernetes is overkill for most mid-size companies (and what to use instead)
The 4-factor framework for build vs. buy decisions that actually works
How NASA's over-engineered systems collapsed when funding shifted
The 4:1 ratio rule for balancing builders and maintainers on your team
Why "boring, maintainable infrastructure" beats sophisticated complexity every time
📥 Free Download: Get Tom's Build vs. Buy Decision Framework at engineeringevolve.com
⏱️ Timestamps:
0:00 - Introduction: The Kubernetes Heresy
2:58 - The NASA Story: When Smart People Over-Engineer
5:51 - Platform Engineering for the Missing Middle
8:06 - The Kubernetes Problem
12:58 - Build vs. Buy Framework
20:48 - Internal Tools That Actually Matter
23:51 - Infrastructure Organization & Documentation
27:38 - Automation, AI, and Team Sizing
34:10 - Bringing It All Together
🛠️ Resources Mentioned:
Retool - Internal tool platform
Terraform & Bicep - Infrastructure as Code
GitHub Actions & GitLab CI - CI/CD pipelines
AWS Secrets Manager & HashiCorp Vault - Secret management
💡 Key Insight: Your infrastructure sophistication should match your team's capacity, not the available tools. Most platform infrastructure is table stakes, not strategic differentiation.
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